Exploring streaming options for decision trees and random forests. Based on scikit-learn fork.
Streaming Decision Trees & Forests
Exploring streaming options for decision trees and random forests.
The package includes two ensemble implementations (Stream Decision Forest and Cascade Stream Forest).
You can manually download the latest version of
SDTF by cloning the repository:
git clone https://github.com/neurodata/SDTF cd SDTF python setup.py install
Or install the stable version through
pip install sdtf
SDTF package requires a
scikit-learn fork for the
which you can install manually:
git clone https://github.com/neurodata/scikit-learn -b stream --single-branch cd scikit-learn python setup.py install
The above local setup requires the following packages:
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